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Alexey Tsymbal
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Publications
- 2008
- [j9]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
Dynamic integration of classifiers for handling concept drift. Inf. Fusion 9(1): 56-68 (2008) - 2007
- [j7]Huicheng Zheng, Padraig Cunningham, Alexey Tsymbal:
Learning multiple linear manifolds with self-organizing networks. Int. J. Parallel Emergent Distributed Syst. 22(6): 417-426 (2007) - 2006
- [c38]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections. CBMS 2006: 679-684 - [c35]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Dynamic Integration with Random Forests. ECML 2006: 801-808 - [c34]Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal:
A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering. FLAIRS 2006: 340-345 - 2005
- [j5]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Diversity in search strategies for ensemble feature selection. Inf. Fusion 6(1): 83-98 (2005) - [j4]Sarah Jane Delany, Padraig Cunningham, Alexey Tsymbal, Lorcan Coyle:
A case-based technique for tracking concept drift in spam filtering. Knowl. Based Syst. 18(4-5): 187-195 (2005) - [c29]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Sequential Genetic Search for Ensemble Feature Selection. IJCAI 2005: 877-882 - 2004
- [c25]Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham:
Ensemble Clustering in Medical Diagnostics. CBMS 2004: 576-581 - [c24]Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Diversity in Random Subspacing Ensembles. DaWaK 2004: 309-319 - [c21]Sarah Jane Delany, Pádraig Cunningham, Alexey Tsymbal, Lorcan Coyle:
A Case-Based Technique for Tracking Concept Drift in Spam Filtering. SGAI Conf. (Applications) 2004: 3-16 - 2003
- [c19]Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen:
Search Strategies for Ensemble Feature Selection in Medical Diagnostics. CBMS 2003: 124-129
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